Melanoma Classification in Dermoscopy Images via Ensemble Learning on Deep Neural Network.
Jie SongJiawei LiShiqiang MaJijun TangFei GuoPublished in: BIBM (2020)
Keyphrases
- ensemble learning
- generalization ability
- neural network
- pigmented skin lesions
- dermoscopy images
- skin lesion
- ensemble classifier
- feature selection
- malignant melanoma
- pattern recognition
- bp neural network
- ensemble methods
- support vector
- support vector machine svm
- text categorization
- support vector machine
- feature extraction
- feature set
- automated detection
- feature space
- base classifiers
- classification accuracy
- decision trees
- digital image processing
- artificial neural networks
- feature vectors
- machine learning methods
- classification algorithm
- test set
- back propagation
- unsupervised learning
- text classification
- image classification
- prediction model
- neural network model
- benchmark datasets
- early diagnosis
- skin cancer
- image analysis